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_pkgdown.yml
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url: https://mlr3torch.mlr-org.com
template:
bootstrap: 5
light-switch: true
math-rendering: mathjax
package: mlr3pkgdowntemplate
development:
mode: auto
version_label: default
version_tooltip: "Version"
toc:
depth: 3
navbar:
structure:
left: [reference, tutorials, overview, book, news]
right: [search, github, mattermost, stackoverflow, rss, lightswitch]
components:
home: ~
reference:
icon: fa fa-file-alt
text: Reference
href: reference/index.html
mattermost:
icon: fa fa-comments
href: https://lmmisld-lmu-stats-slds.srv.mwn.de/mlr_invite/
github:
icon: fa fa-github
href: https://github.com/mlr-org/mlr3torch
book:
text: mlr3book
icon: fa fa-link
href: https://mlr3book.mlr-org.com
stackoverflow:
icon: fab fa-stack-overflow
href: https://stackoverflow.com/questions/tagged/mlr3
rss:
icon: fa-rss
href: https://mlr-org.com/
overview:
text: Overview
menu:
- text: Tasks
href: articles/task_list.html
- text: Preprocessing & Augmentation
href: articles/preprocessing_list.html
- text: Optimizers
href: articles/optimizer_list.html
- text: Losses
href: articles/loss_list.html
- text: Callbacks
href: articles/callback_list.html
- text: Learners
href: articles/learner_list.html
- text: Network Layers
href: articles/layer_list.html
tutorials:
text: Articles
menu:
- text: Tutorials
- text: Get Started
href: articles/get_started.html
- text: Defining an Architecture
href: articles/pipeop_torch.html
- text: Callbacks
href: articles/callbacks.html
- text: Non-Tabular Data
href: articles/lazy_tensor.html
- text: ---
- text: Internals
- text: Networks as Graphs
href: articles/internals_pipeop_torch.html
reference:
- title: Package
contents:
- mlr3torch-package
- title: Learners
contents:
- starts_with("mlr_learners")
- title: Tasks
contents:
- starts_with("mlr_tasks")
- mlr_backends_lazy
- title: Network Building Blocks
contents:
- ModelDescriptor
- starts_with("model_descriptor")
- mlr_pipeops_module
- TorchIngressToken
- mlr_pipeops_torch
- mlr_pipeops_torch_ingress
- starts_with("mlr_pipeops_torch_model")
- starts_with("pipeop_torch_ingress")
- starts_with("batchgetter")
- starts_with("mlr_pipeops_torch_ingress")
- mlr_pipeops_torch_loss
- mlr_pipeops_torch_optimizer
- mlr_pipeops_torch_callbacks
- title: Network Layers
contents:
- starts_with("mlr_pipeops_nn")
- title: Preprocessing & Augmentation
contents:
- mlr_pipeops_preproc_torch
- pipeop_preproc_torch
- starts_with("PipeOpPreprocTorch")
- title: NN Modules
contents:
- starts_with("nn")
- title: Lazy Tensor
contents:
- lazy_tensor
- DataDescriptor
- as_lazy_tensor
- as_data_descriptor
- assert_lazy_tensor
- is_lazy_tensor
- materialize
- title: Loss
contents:
- t_loss
- TorchLoss
- mlr_pipeops_torch_loss
- as_torch_loss
- mlr3torch_losses
- title: Optimizer
contents:
- t_opt
- TorchLoss
- mlr_pipeops_torch_optimizer
- as_torch_optimizer
- mlr3torch_optimizers
- title: Callbacks
contents:
- callback_set
- torch_callback
- t_clbk
- starts_with("Torch")
- starts_with("mlr_callback_set")
- TorchCallback
- CallbackSet
- as_torch_callback
- as_torch_callbacks
- mlr_pipeops_torch_callbacks
- mlr3torch_callbacks
- mlr_context_torch
- as_lr_scheduler
- title: Helper
contents:
- TorchDescriptor
- auto_device
- task_dataset
- Select